Sharp Oracle Inequalities for Low-complexity Priors

Tung Duy Luu, Jalal Fadili, Christophe Chesneau

In this paper,we consider a high-dimensional statistical estimation problem in which the the number of parameters is comparable or larger than the sample size. We present a unified…